[ DevCourseWeb Com ] Udemy - MLOps Simplified
File List
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 182 B |
| ~Get Your Files Here !/1. Welcome/1. Syllabus.html | 2.85 KB |
| ~Get Your Files Here !/2. Introduction to MLOps/1. Introduction to MLOps and its importance in the machine learning lifecycle.html | 2.55 KB |
| ~Get Your Files Here !/2. Introduction to MLOps/2. Overview of the machine learning lifecycle and the role of MLOps in each stage.html | 2.74 KB |
| ~Get Your Files Here !/2. Introduction to MLOps/3. MLOps Overview.mp4 | 101.26 MB |
| ~Get Your Files Here !/2. Introduction to MLOps/3. MLOps Overview.srt | 14.85 KB |
| ~Get Your Files Here !/2. Introduction to MLOps/4. AIOps vs. MLOps What's the Difference.mp4 | 56.13 MB |
| ~Get Your Files Here !/2. Introduction to MLOps/4. AIOps vs. MLOps What's the Difference.srt | 5.96 KB |
| ~Get Your Files Here !/2. Introduction to MLOps/5. Running a Kubeflow pipeline in less than 3 minutes.mp4 | 20.04 MB |
| ~Get Your Files Here !/2. Introduction to MLOps/5. Running a Kubeflow pipeline in less than 3 minutes.srt | 0 B |
| ~Get Your Files Here !/3. Model Deployment/1. Introduction to model deployment.html | 2.15 KB |
| ~Get Your Files Here !/3. Model Deployment/2. Techniques for deploying machine learning models in production.html | 2.23 KB |
| ~Get Your Files Here !/3. Model Deployment/3. Hands-on deployment using various MLOps tools and frameworks.html | 3.08 KB |
| ~Get Your Files Here !/4. Model Monitoring and Management/1. Introduction to model monitoring and management.html | 3.23 KB |
| ~Get Your Files Here !/4. Model Monitoring and Management/2. Techniques for monitoring and managing machine learning models in production.html | 3.76 KB |
| ~Get Your Files Here !/4. Model Monitoring and Management/3. Hands-on monitoring and management using various MLOps tools and frameworks.html | 4.3 KB |
| ~Get Your Files Here !/5. DevOps and MLOps Integration/1. Introduction to DevOps and its importance in MLOps.html | 2.67 KB |
| ~Get Your Files Here !/5. DevOps and MLOps Integration/2. Techniques for integrating DevOps and MLOps practices.html | 3.57 KB |
| ~Get Your Files Here !/5. DevOps and MLOps Integration/3. Hands-on integration using various MLOps tools and frameworks.html | 2.98 KB |
| ~Get Your Files Here !/6. MLOps Best Practices/1. Introduction to best practices for MLOps.html | 2.84 KB |
| ~Get Your Files Here !/6. MLOps Best Practices/2. Implementing version control, testing, and documentation in MLOps.html | 2.24 KB |
| ~Get Your Files Here !/6. MLOps Best Practices/3. Hands-on implementation using various MLOps tools and frameworks.html | 3.87 KB |
| ~Get Your Files Here !/7. Capstone Project/1. Applying the skills and knowledge learned in the course.html | 2.4 KB |
| ~Get Your Files Here !/7. Capstone Project/2. Extra material.mp4 | 229.73 MB |
| ~Get Your Files Here !/7. Capstone Project/2. Extra material.srt | 31.78 KB |
| ~Get Your Files Here !/7. Capstone Project/3. MLOps specialized DevOps for Machine Learning - Stefan Nica.mp4 | 163.38 MB |
| ~Get Your Files Here !/7. Capstone Project/3. MLOps specialized DevOps for Machine Learning - Stefan Nica.srt | 26.99 KB |
| ~Get Your Files Here !/Bonus Resources.txt | 386 B |
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